Review
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Year 2024, Volume: 7 Issue: 1, 14 - 26, 30.06.2024
https://doi.org/10.47137/uujes.1477505

Abstract

References

  • H. U. Ahmed, Y. Huang, P. Lu, and R. Bridgelall, "Technology developments and impacts of connected and autonomous vehicles: An overview," Smart Cities, vol. 5, no. 1, pp. 382-404, 2022.
  • H. Khayyam, B. Javadi, M. Jalili, and R. N. Jazar, "Artificial intelligence and internet of things for autonomous vehicles," Nonlinear approaches in engineering applications: Automotive Applications of engineering problems, pp. 39-68, 2020.
  • N. E. Bezai, B. Medjdoub, A. Al-Habaibeh, M. L. Chalal, and F. Fadli, "Future cities and autonomous vehicles: analysis of the barriers to full adoption," Energy and Built Environment, vol. 2, no. 1, pp. 65-81, 2021.
  • A. Osman, "Evaluation of The Impact of Automated Driven Vehicles on Traffic Performance at Four-leg Signalized Intersections," ed, 2023.
  • S. Mozaffari, O. Y. Al-Jarrah, M. Dianati, P. Jennings, and A. Mouzakitis, "Deep learning-based vehicle behavior prediction for autonomous driving applications: A review," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 1, pp. 33-47, 2020.
  • J. M. Scanlon, K. D. Kusano, T. Daniel, C. Alderson, A. Ogle, and T. Victor, "Waymo simulated driving behavior in reconstructed fatal crashes within an autonomous vehicle operating domain," Accident Analysis & Prevention, vol. 163, p. 106454, 2021.
  • F. Golbabaei, T. Yigitcanlar, and J. Bunker, "The role of shared autonomous vehicle systems in delivering smart urban mobility: A systematic review of the literature," International Journal of Sustainable Transportation, vol. 15, no. 10, pp. 731-748, 2021.
  • A. Nikitas, A.-E. Vitel, and C. Cotet, "Autonomous vehicles and employment: An urban futures revolution or catastrophe?" Cities, vol. 114, p. 103203, 2021.
  • J. Li, E. Rombaut, and L. Vanhaverbeke, "A systematic review of agent-based models for autonomous vehicles in urban mobility and logistics: Possibilities for integrated simulation models," Computers, Environment and Urban Systems, vol. 89, p. 101686, 2021.
  • S.-H. Chung, "Applications of smart technologies in logistics and transport: A review," Transportation Research Part E: Logistics and Transportation Review, vol. 153, p. 102455, 2021.
  • E. Kassens-Noor, M. Cai, Z. Kotval-Karamchandani, and T. Decaminada, "Autonomous vehicles and mobility for people with special needs," Transportation research part A: policy and practice, vol. 150, pp. 385-397, 2021.
  • B. E. Dicianno et al., "Systematic review: Automated vehicles and services for people with disabilities," Neuroscience Letters, vol. 761, p. 136103, 2021.
  • J. Hwang, "Improving mobility of people with disabilities: The potential of autonomous vehicle transportation service and the role of the built environment," 2020.
  • A. S. Mueller, J. B. Cicchino, and D. S. Zuby, "What humanlike errors do autonomous vehicles need to avoid to maximize safety?" Journal of safety research, vol. 75, pp. 310-318, 2020.
  • B. Madadi, R. Van Nes, M. Snelder, and B. Van Arem, "Optimizing road networks for automated vehicles with dedicated links, dedicated lanes, and mixed-traffic subnetworks," Journal of Advanced Transportation, vol. 2021, pp. 1-17, 2021.
  • Z. Chen, X. Lin, Y. Yin, and M. Li, "Path controlling of automated vehicles for system optimum on transportation networks with heterogeneous traffic stream," Transportation Research Part C: Emerging Technologies, vol. 110, pp. 312-329, 2020.
  • X. Di and R. Shi, "A survey on autonomous vehicle control in the era of mixed-autonomy: From physics-based to AI-guided driving policy learning," Transportation research part C: emerging technologies, vol. 125, p. 103008, 2021.
  • X. Zhao, Z. Wang, Z. Xu, Y. Wang, X. Li, and X. Qu, "Field experiments on longitudinal characteristics of human driver behavior following an autonomous vehicle," Transportation research part C: emerging technologies, vol. 114, pp. 205-224, 2020.
  • F. Camara et al., "Pedestrian models for autonomous driving part ii: high-level models of human behavior," IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 9, pp. 5453-5472, 2020.
  • H. B. Almobayedh, "Simulation of the impact of connected and automated vehicles at a signalized intersection," University of Dayton, 2019.
  • M. Al-Turki, N. T. Ratrout, and I. Al-Sghan, "Impact of autonomous vehicles on the performance of a signalized intersection under different mixed traffic conditions: A simulation-based investigation," J. Appl. Eng. Sci., vol. 21, no. 1, pp. 224-240, 2023.
  • J. Öner and H. Ersoysal, "Uşak ilinde meydana gelen trafik kazalarının incelenmesi," Avrupa Bilim ve Teknoloji Dergisi, vol. 31, pp. 298-308, 2021.
  • M. Albdairi, A. Ghazi, and A. Aldawoodi, "Impact of Aggressive HGV Platoons and Human-Driven Heavy Goods Vehicles on Signalized Intersections Performance," 2024.‏

IMPACT OF AUTONOMOUS VEHICLE DRIVING BEHAVIORS ON SIGNALIZED INTERSECTION PERFORMANCE: A REVIEW

Year 2024, Volume: 7 Issue: 1, 14 - 26, 30.06.2024
https://doi.org/10.47137/uujes.1477505

Abstract

The use of autonomous vehicles (AVs) in transportation at signalized intersections is proposed to improve safety, efficiency, and sustainability. The discussion shall thus focus more on the impacts of different AV driving behaviors to some key transportation metrics solely at signalized intersections. Among the parameters considered are travel time, queue length, delay, and speed.
This is clear from one such holistic study that Cautious AV behavior would reduce accidents, but on the other way around, it might increase traffic delays and lead to congestion at signalized junctions. Aggressive AVs will improve the flow of traffic but face problems in safety in this kind of set-up. Normal AV operation A balanced approach that offers intermediary levels of travel time and safety.
The review further investigates the environmental effects of various driving patterns within signalized intersections, where it notes that there are noticeable differences in emissions and fuel consumed if the driving behavior is taken into consideration. It goes further into the implications for traffic management and control systems, noting challenges and opportunities while integrating AVs into existing infrastructure and spotlighting at signalized intersections.
Paramount to the review are the considerations of safety, regulatory frameworks, and mitigating strategies relevant to AV behavior at signalized intersections. In so doing, this review seeks to inform future research and policy decisions with a nuanced understanding of how various AV driving behaviors affect signalized intersection performance, seeking to optimize AV benefits while mitigating possible risks at critical traffic junctures.

References

  • H. U. Ahmed, Y. Huang, P. Lu, and R. Bridgelall, "Technology developments and impacts of connected and autonomous vehicles: An overview," Smart Cities, vol. 5, no. 1, pp. 382-404, 2022.
  • H. Khayyam, B. Javadi, M. Jalili, and R. N. Jazar, "Artificial intelligence and internet of things for autonomous vehicles," Nonlinear approaches in engineering applications: Automotive Applications of engineering problems, pp. 39-68, 2020.
  • N. E. Bezai, B. Medjdoub, A. Al-Habaibeh, M. L. Chalal, and F. Fadli, "Future cities and autonomous vehicles: analysis of the barriers to full adoption," Energy and Built Environment, vol. 2, no. 1, pp. 65-81, 2021.
  • A. Osman, "Evaluation of The Impact of Automated Driven Vehicles on Traffic Performance at Four-leg Signalized Intersections," ed, 2023.
  • S. Mozaffari, O. Y. Al-Jarrah, M. Dianati, P. Jennings, and A. Mouzakitis, "Deep learning-based vehicle behavior prediction for autonomous driving applications: A review," IEEE Transactions on Intelligent Transportation Systems, vol. 23, no. 1, pp. 33-47, 2020.
  • J. M. Scanlon, K. D. Kusano, T. Daniel, C. Alderson, A. Ogle, and T. Victor, "Waymo simulated driving behavior in reconstructed fatal crashes within an autonomous vehicle operating domain," Accident Analysis & Prevention, vol. 163, p. 106454, 2021.
  • F. Golbabaei, T. Yigitcanlar, and J. Bunker, "The role of shared autonomous vehicle systems in delivering smart urban mobility: A systematic review of the literature," International Journal of Sustainable Transportation, vol. 15, no. 10, pp. 731-748, 2021.
  • A. Nikitas, A.-E. Vitel, and C. Cotet, "Autonomous vehicles and employment: An urban futures revolution or catastrophe?" Cities, vol. 114, p. 103203, 2021.
  • J. Li, E. Rombaut, and L. Vanhaverbeke, "A systematic review of agent-based models for autonomous vehicles in urban mobility and logistics: Possibilities for integrated simulation models," Computers, Environment and Urban Systems, vol. 89, p. 101686, 2021.
  • S.-H. Chung, "Applications of smart technologies in logistics and transport: A review," Transportation Research Part E: Logistics and Transportation Review, vol. 153, p. 102455, 2021.
  • E. Kassens-Noor, M. Cai, Z. Kotval-Karamchandani, and T. Decaminada, "Autonomous vehicles and mobility for people with special needs," Transportation research part A: policy and practice, vol. 150, pp. 385-397, 2021.
  • B. E. Dicianno et al., "Systematic review: Automated vehicles and services for people with disabilities," Neuroscience Letters, vol. 761, p. 136103, 2021.
  • J. Hwang, "Improving mobility of people with disabilities: The potential of autonomous vehicle transportation service and the role of the built environment," 2020.
  • A. S. Mueller, J. B. Cicchino, and D. S. Zuby, "What humanlike errors do autonomous vehicles need to avoid to maximize safety?" Journal of safety research, vol. 75, pp. 310-318, 2020.
  • B. Madadi, R. Van Nes, M. Snelder, and B. Van Arem, "Optimizing road networks for automated vehicles with dedicated links, dedicated lanes, and mixed-traffic subnetworks," Journal of Advanced Transportation, vol. 2021, pp. 1-17, 2021.
  • Z. Chen, X. Lin, Y. Yin, and M. Li, "Path controlling of automated vehicles for system optimum on transportation networks with heterogeneous traffic stream," Transportation Research Part C: Emerging Technologies, vol. 110, pp. 312-329, 2020.
  • X. Di and R. Shi, "A survey on autonomous vehicle control in the era of mixed-autonomy: From physics-based to AI-guided driving policy learning," Transportation research part C: emerging technologies, vol. 125, p. 103008, 2021.
  • X. Zhao, Z. Wang, Z. Xu, Y. Wang, X. Li, and X. Qu, "Field experiments on longitudinal characteristics of human driver behavior following an autonomous vehicle," Transportation research part C: emerging technologies, vol. 114, pp. 205-224, 2020.
  • F. Camara et al., "Pedestrian models for autonomous driving part ii: high-level models of human behavior," IEEE Transactions on Intelligent Transportation Systems, vol. 22, no. 9, pp. 5453-5472, 2020.
  • H. B. Almobayedh, "Simulation of the impact of connected and automated vehicles at a signalized intersection," University of Dayton, 2019.
  • M. Al-Turki, N. T. Ratrout, and I. Al-Sghan, "Impact of autonomous vehicles on the performance of a signalized intersection under different mixed traffic conditions: A simulation-based investigation," J. Appl. Eng. Sci., vol. 21, no. 1, pp. 224-240, 2023.
  • J. Öner and H. Ersoysal, "Uşak ilinde meydana gelen trafik kazalarının incelenmesi," Avrupa Bilim ve Teknoloji Dergisi, vol. 31, pp. 298-308, 2021.
  • M. Albdairi, A. Ghazi, and A. Aldawoodi, "Impact of Aggressive HGV Platoons and Human-Driven Heavy Goods Vehicles on Signalized Intersections Performance," 2024.‏
There are 23 citations in total.

Details

Primary Language English
Subjects Transportation and Traffic
Journal Section Articles
Authors

Mustafa Albdairi 0009-0002-6673-363X

Ali Almusawi 0000-0002-4507-2492

Syed Shah Sultan Mohiuddin Qadri 0000-0002-2950-3993

Publication Date June 30, 2024
Submission Date May 2, 2024
Acceptance Date May 28, 2024
Published in Issue Year 2024 Volume: 7 Issue: 1

Cite

APA Albdairi, M., Almusawi, A., & Qadri, S. S. S. M. (2024). IMPACT OF AUTONOMOUS VEHICLE DRIVING BEHAVIORS ON SIGNALIZED INTERSECTION PERFORMANCE: A REVIEW. Usak University Journal of Engineering Sciences, 7(1), 14-26. https://doi.org/10.47137/uujes.1477505
AMA Albdairi M, Almusawi A, Qadri SSSM. IMPACT OF AUTONOMOUS VEHICLE DRIVING BEHAVIORS ON SIGNALIZED INTERSECTION PERFORMANCE: A REVIEW. UUJES. June 2024;7(1):14-26. doi:10.47137/uujes.1477505
Chicago Albdairi, Mustafa, Ali Almusawi, and Syed Shah Sultan Mohiuddin Qadri. “IMPACT OF AUTONOMOUS VEHICLE DRIVING BEHAVIORS ON SIGNALIZED INTERSECTION PERFORMANCE: A REVIEW”. Usak University Journal of Engineering Sciences 7, no. 1 (June 2024): 14-26. https://doi.org/10.47137/uujes.1477505.
EndNote Albdairi M, Almusawi A, Qadri SSSM (June 1, 2024) IMPACT OF AUTONOMOUS VEHICLE DRIVING BEHAVIORS ON SIGNALIZED INTERSECTION PERFORMANCE: A REVIEW. Usak University Journal of Engineering Sciences 7 1 14–26.
IEEE M. Albdairi, A. Almusawi, and S. S. S. M. Qadri, “IMPACT OF AUTONOMOUS VEHICLE DRIVING BEHAVIORS ON SIGNALIZED INTERSECTION PERFORMANCE: A REVIEW”, UUJES, vol. 7, no. 1, pp. 14–26, 2024, doi: 10.47137/uujes.1477505.
ISNAD Albdairi, Mustafa et al. “IMPACT OF AUTONOMOUS VEHICLE DRIVING BEHAVIORS ON SIGNALIZED INTERSECTION PERFORMANCE: A REVIEW”. Usak University Journal of Engineering Sciences 7/1 (June 2024), 14-26. https://doi.org/10.47137/uujes.1477505.
JAMA Albdairi M, Almusawi A, Qadri SSSM. IMPACT OF AUTONOMOUS VEHICLE DRIVING BEHAVIORS ON SIGNALIZED INTERSECTION PERFORMANCE: A REVIEW. UUJES. 2024;7:14–26.
MLA Albdairi, Mustafa et al. “IMPACT OF AUTONOMOUS VEHICLE DRIVING BEHAVIORS ON SIGNALIZED INTERSECTION PERFORMANCE: A REVIEW”. Usak University Journal of Engineering Sciences, vol. 7, no. 1, 2024, pp. 14-26, doi:10.47137/uujes.1477505.
Vancouver Albdairi M, Almusawi A, Qadri SSSM. IMPACT OF AUTONOMOUS VEHICLE DRIVING BEHAVIORS ON SIGNALIZED INTERSECTION PERFORMANCE: A REVIEW. UUJES. 2024;7(1):14-26.

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